Yes. I took pictures of dozens of trees last year when Hurricane Irene swept through Maryland, they had all suffered the same fate. What happens is, the hours of torrential rain softens the ground, and the constantly changing, incredibly strong winds wiggle the trees back and forth. After a little while, those two actions basically turn the ground around the roots into a milkshake consistency, and even incredibly large trees (my parents lost one that was so big that two grown men holding hands [no homo, of course] could not have put their arms around its trunk) can be ripped out of the ground, root base and all, in just the manner depicted in that picture.
That really is what happens when a tree falls. The roots of a tree spread out a log ways from the trunk. But are most concentrated close in. In a few years when the rain washes the dirt off that, you'll see that it's most all just the root ball of the tree.
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